The Semantic Web encompasses the technology that connects data from different sources across the Web as envisioned by Tim Berners-Lee and led by the World Wide Web Consortium (W3C). This Web of Data enables the linking of data sets across data silos on the Web by providing for machine-to-machine communication through the use of Linked Data. This Guide provides descriptions and links to resources used to implement this technology. It also provides links to instructional resources, books and articles, use cases, vocabularies, tools, and best practices.